{
  "aboutHtml": "<h4>Efektivní člen rodiny abab6.5</h4><p>abab6.5s patří do řady univerzálních velkých jazykových modelů abab6.5 společnosti MiniMax. Výrobce jej popisuje jako model využívající stejné tréninkové techniky a data jako jeho větší protějšek, s důrazem na efektivitu. Původní vydání dokumentuje kontext 200 tisíc tokenů. Při uchovávání úlohy nebo porovnávání s jiným členem řady výslovně zachovejte označení edice s.</p><h4>Architektura a směr tréninku</h4><p>MiniMax spojuje tuto řadu se svým vývojem mixture-of-experts. Vydání popisuje zlepšení architektury modelu, přestavbu datové pipeline a optimalizaci tréninkových algoritmů a strategií paralelního tréninku.</p><p>Oba členové sdílejí směr tréninku, přesto zůstávají samostatnými edicemi. Pro textovou úlohu zvolte pojmenovaný model a uchovávejte s ním zdrojové materiály i konečnou odpověď. Zaměření modelu na efektivitu nenahrazuje kontrolu skutečného artefaktu vytvořeného pro konkrétní otázku.</p><h4>Připravte úlohu s dlouhým textem</h4><p>Využijte rozpočet kontextu ke spojení materiálů potřebných k zodpovězení jedné dobře vymezené otázky. Označte dokumenty, zachovejte hranice jejich oddílů a ponechte důležité definice, data a identifikátory viditelné. Dejte odpovědi konkrétní podobu: shrnutí, porovnání, extrahovaný záznam nebo upravenou pasáž.</p><p>Například: „Porovnejte dodané oddíly zásad, určete, kde se jejich požadavky liší, a zahrňte znění podporující každý rozdíl.“ Než přidáte nesouvisející dokumenty, rozhodněte, na kterém rozlišení záleží. S velkou kolekcí se pracuje snáze, když otázka vysvětluje, jak mají být její části propojeny.</p><h4>Oddělujte důkazy a interpretaci</h4><p>Pokud úloha propojuje vzdálené pasáže, požadujte, aby odpověď určila oddíly, na nichž závisí. Zachovejte původní znění důležité podmínky, místo abyste je nahradili předčasným shrnutím, které může vynechat upřesnění. Pokud materiál nedokládá požadovanou hodnotu nebo vztah, ponechte tento bod ve výsledku nevyřešený.</p><p>Pro vytvoření návrhu textu poskytněte zdrojová fakta, zamýšlené publikum a požadovanou strukturu. Pro úpravu určete, který význam se musí zachovat a které podání se má změnit. Následný požadavek může vrátit konkrétní pasáž vyžadující opravu a její důvod, aby se další tah soustředil na konkrétní problém.</p><h4>Uchovejte použitelný písemný artefakt</h4><p>Údaj 200 tisíc popisuje kontext ve vydání abab6.5s od výrobce; příslušný vstup a požadovanou odpověď plánujte v rámci pracovní konfigurace používané pro úlohu. Dokončený text uchovejte s podpůrnými materiály, aby bylo možné shrnutí, porovnání nebo úpravu před dalším použitím zkontrolovat.</p><p>Zkontrolujte důležitá jména, hodnoty, podmínky a vztahy ke zdrojům v odpovědi. Vedle výsledku zachovejte identitu abab6.5s. Užitečným výstupem je písemný artefakt, jehož obsah lze dohledat v dodaných materiálech a jehož nevyřešené podrobnosti zůstávají viditelné pro další rozhodnutí.</p>",
  "aboutText": "### Efektivní člen rodiny abab6.5\n\nabab6.5s patří do řady univerzálních velkých jazykových modelů abab6.5 společnosti MiniMax. Výrobce jej popisuje jako model využívající stejné tréninkové techniky a data jako jeho větší protějšek, s důrazem na efektivitu. Původní vydání dokumentuje kontext 200 tisíc tokenů. Při uchovávání úlohy nebo porovnávání s jiným členem řady výslovně zachovejte označení edice s.\n\n### Architektura a směr tréninku\n\nMiniMax spojuje tuto řadu se svým vývojem mixture-of-experts. Vydání popisuje zlepšení architektury modelu, přestavbu datové pipeline a optimalizaci tréninkových algoritmů a strategií paralelního tréninku.\n\nOba členové sdílejí směr tréninku, přesto zůstávají samostatnými edicemi. Pro textovou úlohu zvolte pojmenovaný model a uchovávejte s ním zdrojové materiály i konečnou odpověď. Zaměření modelu na efektivitu nenahrazuje kontrolu skutečného artefaktu vytvořeného pro konkrétní otázku.\n\n### Připravte úlohu s dlouhým textem\n\nVyužijte rozpočet kontextu ke spojení materiálů potřebných k zodpovězení jedné dobře vymezené otázky. Označte dokumenty, zachovejte hranice jejich oddílů a ponechte důležité definice, data a identifikátory viditelné. Dejte odpovědi konkrétní podobu: shrnutí, porovnání, extrahovaný záznam nebo upravenou pasáž.\n\nNapříklad: „Porovnejte dodané oddíly zásad, určete, kde se jejich požadavky liší, a zahrňte znění podporující každý rozdíl.“ Než přidáte nesouvisející dokumenty, rozhodněte, na kterém rozlišení záleží. S velkou kolekcí se pracuje snáze, když otázka vysvětluje, jak mají být její části propojeny.\n\n### Oddělujte důkazy a interpretaci\n\nPokud úloha propojuje vzdálené pasáže, požadujte, aby odpověď určila oddíly, na nichž závisí. Zachovejte původní znění důležité podmínky, místo abyste je nahradili předčasným shrnutím, které může vynechat upřesnění. Pokud materiál nedokládá požadovanou hodnotu nebo vztah, ponechte tento bod ve výsledku nevyřešený.\n\nPro vytvoření návrhu textu poskytněte zdrojová fakta, zamýšlené publikum a požadovanou strukturu. Pro úpravu určete, který význam se musí zachovat a které podání se má změnit. Následný požadavek může vrátit konkrétní pasáž vyžadující opravu a její důvod, aby se další tah soustředil na konkrétní problém.\n\n### Uchovejte použitelný písemný artefakt\n\nÚdaj 200 tisíc popisuje kontext ve vydání abab6.5s od výrobce; příslušný vstup a požadovanou odpověď plánujte v rámci pracovní konfigurace používané pro úlohu. Dokončený text uchovejte s podpůrnými materiály, aby bylo možné shrnutí, porovnání nebo úpravu před dalším použitím zkontrolovat.\n\nZkontrolujte důležitá jména, hodnoty, podmínky a vztahy ke zdrojům v odpovědi. Vedle výsledku zachovejte identitu abab6.5s. Užitečným výstupem je písemný artefakt, jehož obsah lze dohledat v dodaných materiálech a jehož nevyřešené podrobnosti zůstávají viditelné pro další rozhodnutí.",
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      "practical_html": "<h3>Praktická úloha</h3><p>Technický příklad v angličtině</p><pre><code>Compare approval rules\n\nCompare these policy clauses for a team lead. Policy A, section 2: Purchases above $500 need finance approval; subscriptions always need approval. Policy B, section 4: All purchases at or above $500 need approval. Return a comparison table with the boundary difference, subscription rule and exact supporting phrases. Mark unstated rules as unknown.</code></pre><h4>Očekávaný výsledek</h4><pre><code>A table with columns: topic | Policy A wording | Policy B wording | practical difference. Follow it with one question about the unstated subscription rule.</code></pre><h4>Ověření výsledku</h4><pre><code>Check that exactly $500 and subscriptions are treated separately and each difference cites the supplied clause.</code></pre>"
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      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">MM</span><h2 id=\"sheet-title\">abab6.5s</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Zavřít\">×</button></div><div class=\"idline\"><span>MiniMax /</span><code>abab6.5s-chat</code><button type=\"button\" id=\"copy-id\">Zkopírovat ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Sekce karty modelu\"><button type=\"button\" data-card-jump=\"overview\">Úvod</button><button type=\"button\" data-card-jump=\"methods\">Vstupy a metody</button><button type=\"button\" data-card-jump=\"pricing\">Tarify</button><button type=\"button\" data-card-jump=\"examples\">Příklady</button><button type=\"button\" data-card-jump=\"results\">Výsledky</button><button type=\"button\" data-card-jump=\"aliases\">Aliasy</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"Metody API\"><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-0\" data-card-method=\"Ultra|chat|/v1/chat/completions|abab6.5s-chat\">Chat</button><button type=\"button\" role=\"tab\" tabindex=\"-1\" aria-controls=\"card-method-content\" aria-selected=\"false\" id=\"card-method-tab-1\" data-card-method=\"Ultra|messages|/v1/messages|abab6.5s-chat\">Messages</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-0\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Úvod</h3><p class=\"mdesc-full\">abab6.5s od společnosti MiniMax je efektivním členem rodiny univerzálních jazykových modelů abab6.5. Jeho původní vydání dokumentuje kontext 200 tisíc tokenů a podporuje textové úlohy, které spojují větší objem zdrojových materiálů do jedné konverzace.</p><dl class=\"card-io\" data-card-io><div><dt>Přijímané vstupy</dt><dd>Text</dd></div><div><dt>Výsledky</dt><dd>Text</dd></div></dl><details class=\"card-about\"><summary>O modelu</summary><p class=\"note-s\" data-model-method-boundary>Tento popis zahrnuje schopnosti modelu. Vstupy, výstupy a možnosti dostupné v Ailoot jsou uvedeny níže pro vybranou metodu.</p><div class=\"mabout\" id=\"m-about\"><h4>Efektivní člen rodiny abab6.5</h4><p>abab6.5s patří do řady univerzálních velkých jazykových modelů abab6.5 společnosti MiniMax. Výrobce jej popisuje jako model využívající stejné tréninkové techniky a data jako jeho větší protějšek, s důrazem na efektivitu. Původní vydání dokumentuje kontext 200 tisíc tokenů. Při uchovávání úlohy nebo porovnávání s jiným členem řady výslovně zachovejte označení edice s.</p><h4>Architektura a směr tréninku</h4><p>MiniMax spojuje tuto řadu se svým vývojem mixture-of-experts. Vydání popisuje zlepšení architektury modelu, přestavbu datové pipeline a optimalizaci tréninkových algoritmů a strategií paralelního tréninku.</p><p>Oba členové sdílejí směr tréninku, přesto zůstávají samostatnými edicemi. Pro textovou úlohu zvolte pojmenovaný model a uchovávejte s ním zdrojové materiály i konečnou odpověď. Zaměření modelu na efektivitu nenahrazuje kontrolu skutečného artefaktu vytvořeného pro konkrétní otázku.</p><h4>Připravte úlohu s dlouhým textem</h4><p>Využijte rozpočet kontextu ke spojení materiálů potřebných k zodpovězení jedné dobře vymezené otázky. Označte dokumenty, zachovejte hranice jejich oddílů a ponechte důležité definice, data a identifikátory viditelné. Dejte odpovědi konkrétní podobu: shrnutí, porovnání, extrahovaný záznam nebo upravenou pasáž.</p><p>Například: „Porovnejte dodané oddíly zásad, určete, kde se jejich požadavky liší, a zahrňte znění podporující každý rozdíl.“ Než přidáte nesouvisející dokumenty, rozhodněte, na kterém rozlišení záleží. S velkou kolekcí se pracuje snáze, když otázka vysvětluje, jak mají být její části propojeny.</p><h4>Oddělujte důkazy a interpretaci</h4><p>Pokud úloha propojuje vzdálené pasáže, požadujte, aby odpověď určila oddíly, na nichž závisí. Zachovejte původní znění důležité podmínky, místo abyste je nahradili předčasným shrnutím, které může vynechat upřesnění. Pokud materiál nedokládá požadovanou hodnotu nebo vztah, ponechte tento bod ve výsledku nevyřešený.</p><p>Pro vytvoření návrhu textu poskytněte zdrojová fakta, zamýšlené publikum a požadovanou strukturu. Pro úpravu určete, který význam se musí zachovat a které podání se má změnit. Následný požadavek může vrátit konkrétní pasáž vyžadující opravu a její důvod, aby se další tah soustředil na konkrétní problém.</p><h4>Uchovejte použitelný písemný artefakt</h4><p>Údaj 200 tisíc popisuje kontext ve vydání abab6.5s od výrobce; příslušný vstup a požadovanou odpověď plánujte v rámci pracovní konfigurace používané pro úlohu. Dokončený text uchovejte s podpůrnými materiály, aby bylo možné shrnutí, porovnání nebo úpravu před dalším použitím zkontrolovat.</p><p>Zkontrolujte důležitá jména, hodnoty, podmínky a vztahy ke zdrojům v odpovědi. Vedle výsledku zachovejte identitu abab6.5s. Užitečným výstupem je písemný artefakt, jehož obsah lze dohledat v dodaných materiálech a jehož nevyřešené podrobnosti zůstávají viditelné pro další rozhodnutí.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Dostupné v Ailoot · vstupy a metody</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · OpenAI Chat</b> <code>POST /v1/chat/completions</code></summary><dl class=\"method-capabilities\"><div><dt>Vstup</dt><dd><code>text</code></dd></div><div><dt>Výstup</dt><dd><code>text</code></dd></div><div><dt>Výstupní formát</dt><dd>json nebo SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Pole</th><th>Typ</th><th>Požadavek</th><th>Hodnoty a limity</th><th>Výchozí</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>abab6.5s-chat</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>message[]</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Minimální počet položek: 1</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Příklady: system, user, assistant, tool, function</div><div>Podmínky: Tyto role jsou výslovně zastoupeny typy kompatibility zdrojového kódu; přesná sada rolí zůstává specifická pro daný model.</div><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string|content_part[]|null</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].tool_calls</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>tool_call[]</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].tool_call_id</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Platí, když: role=tool; použijte skutečně vrácené ID</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].name</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].reasoning_content</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Platí, když: Předávejte zpět skutečně vrácené uvažování tam, kde je tento model používá</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].reasoning_details</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>object|array</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>integer</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Minimum: 1</div><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">max_completion_tokens</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>integer</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Minimum: 1</div><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>boolean</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"known\"><span class=\"card-cell-label\">Výchozí</span>false</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">stream_options.include_usage</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>boolean</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">temperature</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>number</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">top_p</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>number</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">stop</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string|string[]</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">tools</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>function_tool[]</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">tools[].type</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>function</div><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">tools[].function.name</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Platí, když: nástroj typu funkce je dodán</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">tools[].function.description</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">tools[].function.parameters</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>JSON_schema</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">tool_choice</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string|object</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">parallel_tool_calls</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>boolean</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">response_format</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>object</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">reasoning_effort</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">reasoning</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>object</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">service_tier</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_compatibility\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">instructions</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Pole kompatibility</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">functions</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>function[]</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">function_call</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string|object</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">prompt_cache_options</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>object</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div class=\"note-s\">Závisí na modelu</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">modalities</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string[]</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>text</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">provider</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>object</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Podmínky: provider.options je na této textové trase Ultra odmítáno</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">cache_control.ttl</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Podmínky: Hodnota 1h je ve skutečných umístěních mezipaměti promptů odmítána</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Kombinace vstupních materiálů</summary><p class=\"note-s\"><b>Text</b> · text UTF8</p><p class=\"note-s\"><code>messages[].content</code></p></details><details class=\"note-s\" data-method-contract><summary>Parametry a životní cyklus metody</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametr</th><th>Kontrakt</th></tr></thead><tbody><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>content_type</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>application/json</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>required</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>model, messages</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>material_types</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>text</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>messages</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>pole zpráv se strukturou role/content</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>file_material</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>skutečný dokument UTF-8 vložený jako doslovný text; ID souboru se neodvozuje</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>optional_controls</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>stream, temperature, top_p, stop, max_tokens, max_completion_tokens, reasoning, response_format, tools, tool_choice</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>control_scope</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>specifické pro model; nástroje uživatelských funkcí se liší od hostovaných nástrojů</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>output_modalities</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>text</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>hosted_operations</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>false</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>multimodal_input_binding</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>null</td></tr></tbody></table></div><p>Životní cyklus: <code>synchronous_or_streamed</code></p><p class=\"note-s\">Odešlete přesné ID modelu spolu s messages.</p><p class=\"note-s\">Délka kontextu není limitem výstupu.</p><p class=\"note-s\">Textový soubor může dodat doslovný text; obrazové/zvukové vstupy a vstupy v podobě souborových objektů vyžadují přesnou vazbu.</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tarify</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Údaje o tarifech nepřidávají možnosti požadavku. Podporované parametry jsou uvedeny u vybrané metody.</p><dl data-price-conditions><dt>Rychlý režim</dt><dd>Neuvedeno <span class=\"note-s\">Při výběru rychlého režimu</span></dd><dt>Režim flex</dt><dd>Neuvedeno <span class=\"note-s\">Při výběru režimu flex</span></dd><dt>Maximální intenzita uvažování</dt><dd>Neuvedeno <span class=\"note-s\">Když se při maximální intenzitě uvažování použije výchozí úprava (default)</span></dd></dl></div><div data-declared-tariff-pricing><h4>Sazby Ailoot</h4><h4>Ceny podle konfigurace</h4><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Konfigurace</th><th>Tabulka sazeb</th><th>Poplatek</th></tr></thead><tbody><tr><th data-cell-label=\"Konfigurace\" scope=\"row\"><span class=\"card-cell-label\">Konfigurace</span>Základní sazby za tokeny</th><td data-cell-label=\"Tabulka sazeb\"><span class=\"card-cell-label\">Tabulka sazeb</span>Základní sazba</td><td data-cell-label=\"Poplatek\"><span class=\"card-cell-label\">Poplatek</span><div><span>Vstup · Vstupní tokeny</span> <b>$0.000308</b> <span class=\"price-unit\">/ 1K tokenů</span></div><div><span>Výstup · Výstupní tokeny</span> <b>$0.000308</b> <span class=\"price-unit\">/ 1K tokenů</span></div><div><span>Vstup · Čtení z mezipaměti</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokenů</span></div><div><span>Vstup · Zápis do mezipaměti</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokenů</span></div><div><span>Vstup · Zápis do mezipaměti, 1 hodina</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenů</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot před požadavkem rezervuje odhadovanou částku. Po výsledku vyúčtuje konečný poplatek podle naměřeného využití. Při streamování se účtování řídí konečným záznamem využití. <a href=\"/docs/cs/billing/reserve/\">Jak funguje rezervace a vyúčtování →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Příklady požadavků</h3><h4>Ailoot Ultra · OpenAI Chat</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Varianty kódu\"><button class=\"cg-tab\" id=\"model-code-981-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-981-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl</button><button class=\"cg-tab\" id=\"model-code-981-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-981-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Python SDK</button><button class=\"cg-tab\" id=\"model-code-981-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-981-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Streamování v Pythonu</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Zkopírovat kód\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-981-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-981-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(&#39;{&quot;model&quot;: &quot;abab6.5s-chat&quot;, &quot;messages&quot;: [{&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;Explain the difference between an observation and a hypothesis in three sentences.&quot;}]}&#39;)\n\nPath(&quot;request.json&quot;).write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - &lt;&lt;&#39;PY_RESULT&#39;\nimport json\nfrom pathlib import Path\nr=json.loads(Path(&quot;result.json&quot;).read_text())\nfor x in r.get(&quot;choices&quot;,[]):\n    if x.get(&quot;message&quot;,{}).get(&quot;content&quot;): print(x[&quot;message&quot;][&quot;content&quot;])\nPY_RESULT\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-981-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-981-tab-1\" hidden><pre data-lang=\"python\"><code>from openai import OpenAI\nimport os\n\nif not os.environ.get(&quot;AILOOT_API_KEY&quot;, &quot;&quot;).strip(): raise SystemExit(&quot;Set AILOOT_API_KEY before making a request&quot;)\nclient=OpenAI(base_url=&quot;https://api.ailoot.ai/v1&quot;,api_key=os.environ[&quot;AILOOT_API_KEY&quot;],max_retries=0)\nresult=client.chat.completions.create(model=&#39;abab6.5s-chat&#39;,messages=[{&quot;role&quot;:&quot;user&quot;,&quot;content&quot;:&quot;Explain observations and hypotheses in three sentences.&quot;}])\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=&quot;result&quot;):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + &quot;.json&quot;).write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=&quot;utf-8&quot;)\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b&quot;-_&quot;, validate=True)\n        ext = &quot;png&quot; if raw.startswith(b&quot;\\x89PNG\\r\\n\\x1a\\n&quot;) else &quot;jpg&quot; if raw.startswith(b&quot;\\xff\\xd8&quot;) else &quot;webp&quot; if raw[:4] == b&quot;RIFF&quot; and raw[8:12] == b&quot;WEBP&quot; else suffix\n        file = Path(stem + &quot;-&quot; + label + &quot;.&quot; + ext)\n        file.write_bytes(raw)\n        print(&quot;Saved&quot;, file)\n    for index, block in enumerate(data.get(&quot;content&quot;) or []):\n        print(&quot;Content&quot;, index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(&quot;choices&quot;) or []:\n        print(&quot;Choice&quot;, choice.get(&quot;index&quot;), json.dumps(choice.get(&quot;message&quot;, choice.get(&quot;delta&quot;, {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(&quot;output&quot;) or []):\n        print(&quot;Output&quot;, index, json.dumps(item, ensure_ascii=False))\n        if item.get(&quot;type&quot;) == &quot;image_generation_call&quot; and item.get(&quot;result&quot;):\n            save_blob(item[&quot;result&quot;], item.get(&quot;output_format&quot;) or &quot;bin&quot;, &quot;output-&quot; + str(index))\n    for ci, candidate in enumerate(data.get(&quot;candidates&quot;) or []):\n        for pi, part in enumerate((candidate.get(&quot;content&quot;) or {}).get(&quot;parts&quot;) or []):\n            print(&quot;Candidate/part&quot;, ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(&quot;inlineData&quot;) or part.get(&quot;inline_data&quot;)\n            if blob and blob.get(&quot;data&quot;):\n                mime = blob.get(&quot;mimeType&quot;) or blob.get(&quot;mime_type&quot;)\n                suffix = {&quot;image/png&quot;:&quot;png&quot;, &quot;image/jpeg&quot;:&quot;jpg&quot;, &quot;image/webp&quot;:&quot;webp&quot;, &quot;audio/wav&quot;:&quot;wav&quot;, &quot;audio/mpeg&quot;:&quot;mp3&quot;, &quot;video/mp4&quot;:&quot;mp4&quot;}.get(mime, &quot;bin&quot;)\n                save_blob(blob[&quot;data&quot;], suffix, &quot;candidate-&quot; + str(ci) + &quot;-part-&quot; + str(pi))\n\nsave_result(result.to_dict(mode=&quot;json&quot;))\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-981-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-981-tab-2\" hidden><pre data-lang=\"python\"><code>from openai import OpenAI\nimport os\nfrom pathlib import Path\n\nif not os.environ.get(&quot;AILOOT_API_KEY&quot;, &quot;&quot;).strip(): raise SystemExit(&quot;Set AILOOT_API_KEY before making a request&quot;)\nclient=OpenAI(base_url=&quot;https://api.ailoot.ai/v1&quot;,api_key=os.environ[&quot;AILOOT_API_KEY&quot;],max_retries=0)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=&quot;result&quot;):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + &quot;.json&quot;).write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=&quot;utf-8&quot;)\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b&quot;-_&quot;, validate=True)\n        ext = &quot;png&quot; if raw.startswith(b&quot;\\x89PNG\\r\\n\\x1a\\n&quot;) else &quot;jpg&quot; if raw.startswith(b&quot;\\xff\\xd8&quot;) else &quot;webp&quot; if raw[:4] == b&quot;RIFF&quot; and raw[8:12] == b&quot;WEBP&quot; else suffix\n        file = Path(stem + &quot;-&quot; + label + &quot;.&quot; + ext)\n        file.write_bytes(raw)\n        print(&quot;Saved&quot;, file)\n    for index, block in enumerate(data.get(&quot;content&quot;) or []):\n        print(&quot;Content&quot;, index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(&quot;choices&quot;) or []:\n        print(&quot;Choice&quot;, choice.get(&quot;index&quot;), json.dumps(choice.get(&quot;message&quot;, choice.get(&quot;delta&quot;, {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(&quot;output&quot;) or []):\n        print(&quot;Output&quot;, index, json.dumps(item, ensure_ascii=False))\n        if item.get(&quot;type&quot;) == &quot;image_generation_call&quot; and item.get(&quot;result&quot;):\n            save_blob(item[&quot;result&quot;], item.get(&quot;output_format&quot;) or &quot;bin&quot;, &quot;output-&quot; + str(index))\n    for ci, candidate in enumerate(data.get(&quot;candidates&quot;) or []):\n        for pi, part in enumerate((candidate.get(&quot;content&quot;) or {}).get(&quot;parts&quot;) or []):\n            print(&quot;Candidate/part&quot;, ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(&quot;inlineData&quot;) or part.get(&quot;inline_data&quot;)\n            if blob and blob.get(&quot;data&quot;):\n                mime = blob.get(&quot;mimeType&quot;) or blob.get(&quot;mime_type&quot;)\n                suffix = {&quot;image/png&quot;:&quot;png&quot;, &quot;image/jpeg&quot;:&quot;jpg&quot;, &quot;image/webp&quot;:&quot;webp&quot;, &quot;audio/wav&quot;:&quot;wav&quot;, &quot;audio/mpeg&quot;:&quot;mp3&quot;, &quot;video/mp4&quot;:&quot;mp4&quot;}.get(mime, &quot;bin&quot;)\n                save_blob(blob[&quot;data&quot;], suffix, &quot;candidate-&quot; + str(ci) + &quot;-part-&quot; + str(pi))\n\nwith client.chat.completions.stream(model=&#39;abab6.5s-chat&#39;,messages=[{&quot;role&quot;:&quot;user&quot;,&quot;content&quot;:&quot;Explain observations and hypotheses in three sentences.&quot;}]) as stream:\n    with Path(&quot;stream-events.jsonl&quot;).open(&quot;w&quot;,encoding=&quot;utf-8&quot;) as log:\n        for event in stream:\n            payload=event.to_dict(mode=&quot;json&quot;)\n            log.write(json.dumps(payload,ensure_ascii=False)+&quot;\\n&quot;); log.flush()\n            print(json.dumps(payload,ensure_ascii=False))\n    final=stream.get_final_completion()\n    save_result(final.to_dict(mode=&quot;json&quot;),&quot;stream-result&quot;)\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Přijímání a ukládání výsledků</h3><h4>Ailoot Ultra · OpenAI Chat</h4><p class=\"note-s\">json nebo SSE</p><div class=\"card-result-process\" data-all-results><h5>Uchovejte všechny dokončené výsledky</h5><p class=\"note-s\">Uchovejte každou úplnou vrácenou odpověď, soubor i část obsahu.</p><p class=\"note-s\">Zachovejte každou volbu a její obsah/volání nástrojů/uvažování. V SSE sestavujte přírůstky podle indexu volby/nástroje a zachovejte konečný důvod ukončení i údaje o využití.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Pokud je nutné ověřit původní odpověď</h5><p class=\"note-s\">Zachovejte ID požadavků/odpovědí a hlavičky. Není dodána obecná URL pro načtení textové úlohy.</p></div><details class=\"card-about\" data-output-fields><summary>Pole odpovědi</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Pole</th><th>Typ</th></tr></thead><tbody><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">choices[].index</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>integer</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">choices[].message.content</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string|null</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">choices[].message.tool_calls</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>tool_call[]</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">choices[].message.reasoning_content</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">choices[].message.reasoning_details</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>object|array</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">choices[].finish_reason</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string|null</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Chyby a další kroky</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Odpověď</th><th>Podmínka</th><th>Další krok</th></tr></thead><tbody><tr><th data-cell-label=\"Odpověď\" scope=\"row\"><span class=\"card-cell-label\">Odpověď</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Podmínka\"><span class=\"card-cell-label\">Podmínka</span>Neplatná povinná pole, reprezentace podkladů nebo hodnota parametru</td><td data-cell-label=\"Další krok\"><span class=\"card-cell-label\">Další krok</span>Před novým požadavkem na vytvoření opravte uvedená pole.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliasy</h3><h4>Aliasy modelu</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=abab6.5s-chat&amp;route=Ultra&amp;caller=abab6.5s-chat&amp;fmt=chat\"><code>abab6.5s-chat</code></a></span></p><h4>Aliasy cest metod</h4><p class=\"note-s\">Použijte cesty metod uvedené výše.</p><h4>Související ID modelů</h4><p class=\"note-s\"><a href=\"#m=abab6.5s-chat&amp;route=Ultra&amp;caller=abab6.5s-chat&amp;fmt=chat\"><code>abab6.5s-chat</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "abab6.5s-chat",
        "fmt": "chat",
        "http": "POST",
        "path": "/v1/chat/completions",
        "request_model_id": "abab6.5s-chat",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|chat|/v1/chat/completions|abab6.5s-chat",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep every choice and its content/tool calls/reasoning. In SSE assemble deltas by choice/tool index, retain the final finish reason and usage.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Neplatná povinná pole, reprezentace podkladů nebo hodnota parametru",
                "http_status": 400,
                "recovery": "Před novým požadavkem na vytvoření opravte uvedená pole.",
                "type": "invalid_request_error"
              }
            ],
            "hints": [
              "Model context is not an output cap.",
              "A model-dependent field needs the exact published model profile; unspecified defaults/enums are not guessed.",
              "Tool calls propose actions; the client application returns actual observations with the returned call ID.",
              "Guarded canonical keys must occur once; duplicate or case-varied model/tools/cap fields are rejected."
            ],
            "ignored_fields": [],
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Zachovejte ID požadavků/odpovědí a hlavičky. Není dodána obecná URL pro načtení textové úlohy."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "text UTF8"
              }
            ],
            "operation_modes": [
              "conversation",
              "function_tool_continuation",
              "streaming"
            ],
            "outputs": {
              "all_results": "Zachovejte každou volbu a její obsah/volání nástrojů/uvažování. V SSE sestavujte přírůstky podle indexu volby/nástroje a zachovejte konečný důvod ukončení i údaje o využití.",
              "family": "text",
              "fields": [
                {
                  "description": null,
                  "name": "choices[].index",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "choices[].message.content",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "choices[].message.tool_calls",
                  "type": "tool_call[]"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_content",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_details",
                  "type": "object|array"
                },
                {
                  "description": null,
                  "name": "choices[].finish_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "json nebo SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "abab6.5s-chat"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "min_items": 1,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "model_dependent",
                "conditions": "Tyto role jsou výslovně zastoupeny typy kompatibility zdrojového kódu; přesná sada rolí zůstává specifická pro daný model.",
                "default": null,
                "default_known": false,
                "enum": [
                  "system",
                  "user",
                  "assistant",
                  "tool",
                  "function"
                ],
                "enum_exhaustive": false,
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": false,
                "type": "string|content_part[]|null"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].tool_calls",
                "required": false,
                "type": "tool_call[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].tool_call_id",
                "required": false,
                "type": "string",
                "when": "role=tool; použijte skutečně vrácené ID"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].name",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].reasoning_content",
                "required": false,
                "type": "string",
                "when": "Předávejte zpět skutečně vrácené uvažování tam, kde je tento model používá"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].reasoning_details",
                "required": false,
                "type": "object|array"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "minimum": 1,
                "name": "max_tokens",
                "required": false,
                "type": "integer"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "minimum": 1,
                "name": "max_completion_tokens",
                "required": false,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "stream_options.include_usage",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "temperature",
                "required": false,
                "type": "number"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "top_p",
                "required": false,
                "type": "number"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "stop",
                "required": false,
                "type": "string|string[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools",
                "required": false,
                "type": "function_tool[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": [
                  "function"
                ],
                "enum_known": true,
                "name": "tools[].type",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.name",
                "required": true,
                "type": "string",
                "when": "nástroj typu funkce je dodán"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.description",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.parameters",
                "required": false,
                "type": "JSON_schema"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tool_choice",
                "required": false,
                "type": "string|object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "parallel_tool_calls",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "response_format",
                "required": false,
                "type": "object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "reasoning_effort",
                "required": false,
                "type": "string"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "reasoning",
                "required": false,
                "type": "object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "service_tier",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_compatibility",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "instructions",
                "required": false,
                "type": "string"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "functions",
                "required": false,
                "type": "function[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "function_call",
                "required": false,
                "type": "string|object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "prompt_cache_options",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "text"
                ],
                "enum_known": true,
                "name": "modalities",
                "required": false,
                "type": "string[]"
              },
              {
                "availability": "source_interface",
                "conditions": "provider.options je na této textové trase Ultra odmítáno",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "conditions": "Hodnota 1h je ve skutečných umístěních mezipaměti promptů odmítána",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "cache_control.ttl",
                "required": false,
                "type": "string"
              }
            ],
            "profile_binding": "Exact existing Ailoot model and method; interface constraints below do not assert provider qualification.",
            "unsupported": [
              "additional models/models list",
              "plugins",
              "route",
              "hosted tools; ordinary client function tools remain separate",
              "non-text output modalities",
              "provider.options overrides",
              "one-hour prompt-cache TTL"
            ]
          },
          "hints": [
            "Odešlete přesné ID modelu spolu s messages.",
            "Délka kontextu není limitem výstupu.",
            "Textový soubor může dodat doslovný text; obrazové/zvukové vstupy a vstupy v podobě souborových objektů vyžadují přesnou vazbu."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "specifické pro model; nástroje uživatelských funkcí se liší od hostovaných nástrojů",
            "file_material": "skutečný dokument UTF-8 vložený jako doslovný text; ID souboru se neodvozuje",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "pole zpráv se strukturou role/content",
            "multimodal_input_binding": null,
            "optional_controls": [
              "stream",
              "temperature",
              "top_p",
              "stop",
              "max_tokens",
              "max_completion_tokens",
              "reasoning",
              "response_format",
              "tools",
              "tool_choice"
            ],
            "output_modalities": [
              "text"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "mode": "synchronous_or_streamed",
            "unknown": "preserve original request id; no generic chat job retrieval path"
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [],
          "operation_modes": [
            "text_chat"
          ],
          "output": {
            "content": "choices[].message.content or stream delta",
            "family": "text",
            "format": "json or supported SSE",
            "tool_calls": "retain actual returned function calls"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Základní sazby za tokeny",
            "units": [
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"abab6.5s-chat\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain the difference between an observation and a hypothesis in three sentences.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\nr=json.loads(Path(\"result.json\").read_text())\nfor x in r.get(\"choices\",[]):\n    if x.get(\"message\",{}).get(\"content\"): print(x[\"message\"][\"content\"])\nPY_RESULT\n",
            "label": "curl · retained exact creation",
            "language": "bash"
          },
          {
            "code": "from openai import OpenAI\nimport os\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nresult=client.chat.completions.create(model='abab6.5s-chat',messages=[{\"role\":\"user\",\"content\":\"Explain observations and hypotheses in three sentences.\"}])\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nsave_result(result.to_dict(mode=\"json\"))\n",
            "label": "Python SDK · all choices",
            "language": "python"
          },
          {
            "code": "from openai import OpenAI\nimport os\nfrom pathlib import Path\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nwith client.chat.completions.stream(model='abab6.5s-chat',messages=[{\"role\":\"user\",\"content\":\"Explain observations and hypotheses in three sentences.\"}]) as stream:\n    with Path(\"stream-events.jsonl\").open(\"w\",encoding=\"utf-8\") as log:\n        for event in stream:\n            payload=event.to_dict(mode=\"json\")\n            log.write(json.dumps(payload,ensure_ascii=False)+\"\\n\"); log.flush()\n            print(json.dumps(payload,ensure_ascii=False))\n    final=stream.get_final_completion()\n    save_result(final.to_dict(mode=\"json\"),\"stream-result\")\n",
            "label": "Python SDK streaming · all events",
            "language": "python"
          }
        ],
        "family": "openai",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "chat",
        "hints": [
          "Send exact model ID with messages.",
          "Context length is not an output cap.",
          "A text file may supply literal text; image/audio/file-object inputs need exact binding."
        ],
        "http": "POST",
        "in": 0.308,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "out": 0.308,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "abab6.5s-chat",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    },
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">MM</span><h2 id=\"sheet-title\">abab6.5s</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Zavřít\">×</button></div><div class=\"idline\"><span>MiniMax /</span><code>abab6.5s-chat</code><button type=\"button\" id=\"copy-id\">Zkopírovat ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Sekce karty modelu\"><button type=\"button\" data-card-jump=\"overview\">Úvod</button><button type=\"button\" data-card-jump=\"methods\">Vstupy a metody</button><button type=\"button\" data-card-jump=\"pricing\">Tarify</button><button type=\"button\" data-card-jump=\"examples\">Příklady</button><button type=\"button\" data-card-jump=\"results\">Výsledky</button><button type=\"button\" data-card-jump=\"aliases\">Aliasy</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"Metody API\"><button type=\"button\" role=\"tab\" tabindex=\"-1\" aria-controls=\"card-method-content\" aria-selected=\"false\" id=\"card-method-tab-0\" data-card-method=\"Ultra|chat|/v1/chat/completions|abab6.5s-chat\">Chat</button><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-1\" data-card-method=\"Ultra|messages|/v1/messages|abab6.5s-chat\">Messages</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-1\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Úvod</h3><p class=\"mdesc-full\">abab6.5s od společnosti MiniMax je efektivním členem rodiny univerzálních jazykových modelů abab6.5. Jeho původní vydání dokumentuje kontext 200 tisíc tokenů a podporuje textové úlohy, které spojují větší objem zdrojových materiálů do jedné konverzace.</p><dl class=\"card-io\" data-card-io><div><dt>Přijímané vstupy</dt><dd>Text</dd></div><div><dt>Výsledky</dt><dd>json · sse</dd></div></dl><details class=\"card-about\"><summary>O modelu</summary><p class=\"note-s\" data-model-method-boundary>Tento popis zahrnuje schopnosti modelu. Vstupy, výstupy a možnosti dostupné v Ailoot jsou uvedeny níže pro vybranou metodu.</p><div class=\"mabout\" id=\"m-about\"><h4>Efektivní člen rodiny abab6.5</h4><p>abab6.5s patří do řady univerzálních velkých jazykových modelů abab6.5 společnosti MiniMax. Výrobce jej popisuje jako model využívající stejné tréninkové techniky a data jako jeho větší protějšek, s důrazem na efektivitu. Původní vydání dokumentuje kontext 200 tisíc tokenů. Při uchovávání úlohy nebo porovnávání s jiným členem řady výslovně zachovejte označení edice s.</p><h4>Architektura a směr tréninku</h4><p>MiniMax spojuje tuto řadu se svým vývojem mixture-of-experts. Vydání popisuje zlepšení architektury modelu, přestavbu datové pipeline a optimalizaci tréninkových algoritmů a strategií paralelního tréninku.</p><p>Oba členové sdílejí směr tréninku, přesto zůstávají samostatnými edicemi. Pro textovou úlohu zvolte pojmenovaný model a uchovávejte s ním zdrojové materiály i konečnou odpověď. Zaměření modelu na efektivitu nenahrazuje kontrolu skutečného artefaktu vytvořeného pro konkrétní otázku.</p><h4>Připravte úlohu s dlouhým textem</h4><p>Využijte rozpočet kontextu ke spojení materiálů potřebných k zodpovězení jedné dobře vymezené otázky. Označte dokumenty, zachovejte hranice jejich oddílů a ponechte důležité definice, data a identifikátory viditelné. Dejte odpovědi konkrétní podobu: shrnutí, porovnání, extrahovaný záznam nebo upravenou pasáž.</p><p>Například: „Porovnejte dodané oddíly zásad, určete, kde se jejich požadavky liší, a zahrňte znění podporující každý rozdíl.“ Než přidáte nesouvisející dokumenty, rozhodněte, na kterém rozlišení záleží. S velkou kolekcí se pracuje snáze, když otázka vysvětluje, jak mají být její části propojeny.</p><h4>Oddělujte důkazy a interpretaci</h4><p>Pokud úloha propojuje vzdálené pasáže, požadujte, aby odpověď určila oddíly, na nichž závisí. Zachovejte původní znění důležité podmínky, místo abyste je nahradili předčasným shrnutím, které může vynechat upřesnění. Pokud materiál nedokládá požadovanou hodnotu nebo vztah, ponechte tento bod ve výsledku nevyřešený.</p><p>Pro vytvoření návrhu textu poskytněte zdrojová fakta, zamýšlené publikum a požadovanou strukturu. Pro úpravu určete, který význam se musí zachovat a které podání se má změnit. Následný požadavek může vrátit konkrétní pasáž vyžadující opravu a její důvod, aby se další tah soustředil na konkrétní problém.</p><h4>Uchovejte použitelný písemný artefakt</h4><p>Údaj 200 tisíc popisuje kontext ve vydání abab6.5s od výrobce; příslušný vstup a požadovanou odpověď plánujte v rámci pracovní konfigurace používané pro úlohu. Dokončený text uchovejte s podpůrnými materiály, aby bylo možné shrnutí, porovnání nebo úpravu před dalším použitím zkontrolovat.</p><p>Zkontrolujte důležitá jména, hodnoty, podmínky a vztahy ke zdrojům v odpovědi. Vedle výsledku zachovejte identitu abab6.5s. Užitečným výstupem je písemný artefakt, jehož obsah lze dohledat v dodaných materiálech a jehož nevyřešené podrobnosti zůstávají viditelné pro další rozhodnutí.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Dostupné v Ailoot · vstupy a metody</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · Anthropic Messages</b> <code>POST /v1/messages</code></summary><dl class=\"method-capabilities\"><div><dt>Vstup</dt><dd><code>text</code></dd></div><div><dt>Výstup</dt><dd><code>json</code>, <code>sse</code></dd></div><div><dt>Výstupní formát</dt><dd>JSON nebo SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Pole</th><th>Typ</th><th>Požadavek</th><th>Hodnoty a limity</th><th>Výchozí</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>abab6.5s-chat</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>message[]</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>user, assistant</div></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>integer</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"unspecified\"><span class=\"card-cell-label\">Výchozí</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>boolean</code></td><td data-cell-label=\"Požadavek\"><span class=\"card-cell-label\">Požadavek</span>Volitelné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Výchozí\" data-default=\"known\"><span class=\"card-cell-label\">Výchozí</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Kombinace vstupních materiálů</summary><p class=\"note-s\"><b>Text</b> · text UTF-8</p><p class=\"note-s\"><code>řetězec messages[].content</code></p></details><details class=\"note-s\" data-method-contract><summary>Parametry a životní cyklus metody</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametr</th><th>Kontrakt</th></tr></thead><tbody><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>content_type</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>application/json</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>required</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>model, messages, max_tokens</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>optional_controls</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>stream</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>material_types</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>text</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>text_file_material</code></th><td data-cell-label=\"Kontrakt\"><span class=\"card-cell-label\">Kontrakt</span>Přečtěte skutečný dokument UTF-8 a vložte jeho text do uvedeného pole input nebo do řetězce obsahu zprávy.</td></tr></tbody></table></div><p>Životní cyklus: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tarify</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Údaje o tarifech nepřidávají možnosti požadavku. Podporované parametry jsou uvedeny u vybrané metody.</p><dl data-price-conditions><dt>Rychlý režim</dt><dd>Neuvedeno <span class=\"note-s\">Při výběru rychlého režimu</span></dd><dt>Režim flex</dt><dd>Neuvedeno <span class=\"note-s\">Při výběru režimu flex</span></dd><dt>Maximální intenzita uvažování</dt><dd>Neuvedeno <span class=\"note-s\">Když se při maximální intenzitě uvažování použije výchozí úprava (default)</span></dd></dl></div><div data-declared-tariff-pricing><h4>Sazby Ailoot</h4><h4>Ceny podle konfigurace</h4><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Konfigurace</th><th>Tabulka sazeb</th><th>Poplatek</th></tr></thead><tbody><tr><th data-cell-label=\"Konfigurace\" scope=\"row\"><span class=\"card-cell-label\">Konfigurace</span>Základní sazby za tokeny</th><td data-cell-label=\"Tabulka sazeb\"><span class=\"card-cell-label\">Tabulka sazeb</span>Základní sazba</td><td data-cell-label=\"Poplatek\"><span class=\"card-cell-label\">Poplatek</span><div><span>Vstup · Vstupní tokeny</span> <b>$0.000308</b> <span class=\"price-unit\">/ 1K tokenů</span></div><div><span>Výstup · Výstupní tokeny</span> <b>$0.000308</b> <span class=\"price-unit\">/ 1K tokenů</span></div><div><span>Vstup · Čtení z mezipaměti</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokenů</span></div><div><span>Vstup · Zápis do mezipaměti</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokenů</span></div><div><span>Vstup · Zápis do mezipaměti, 1 hodina</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenů</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot před požadavkem rezervuje odhadovanou částku. Po výsledku vyúčtuje konečný poplatek podle naměřeného využití. Při streamování se účtování řídí konečným záznamem využití. <a href=\"/docs/cs/billing/reserve/\">Jak funguje rezervace a vyúčtování →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Příklady požadavků</h3><h4>Ailoot Ultra · Anthropic Messages</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Varianty kódu\"><button class=\"cg-tab\" id=\"model-code-982-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-982-panel-0\" aria-selected=\"true\" tabindex=\"0\">Úplné minimální tělo požadavku JSON</button><button class=\"cg-tab\" id=\"model-code-982-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-982-panel-1\" aria-selected=\"false\" tabindex=\"-1\">curl · použijte svůj dokument UTF-8</button><button class=\"cg-tab\" id=\"model-code-982-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-982-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Python · uložte úplný výsledek</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Zkopírovat kód\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-982-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-982-tab-0\"><pre data-lang=\"json\"><code>{\n  &quot;model&quot;: &quot;abab6.5s-chat&quot;,\n  &quot;max_tokens&quot;: 128,\n  &quot;messages&quot;: [\n    {\n      &quot;role&quot;: &quot;user&quot;,\n      &quot;content&quot;: &quot;Summarize the incident report.&quot;\n    }\n  ],\n  &quot;stream&quot;: false\n}</code></pre></div><div class=\"cg-pane\" id=\"model-code-982-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-982-tab-1\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\n: &quot;${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}&quot;\nexport AILOOT_TEXT_FILE\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ[&#39;AILOOT_TEXT_FILE&#39;])\nif not source_file.is_file():\n    raise SystemExit(&#39;Set AILOOT_TEXT_FILE to your actual UTF-8 document&#39;)\ntext = source_file.read_text(encoding=&#39;utf-8&#39;)\nif not text.strip():\n    raise SystemExit(&#39;Choose a document containing text&#39;)\npayload = {&#39;model&#39;: &#39;abab6.5s-chat&#39;, &#39;max_tokens&#39;: 128, &#39;messages&#39;: [{&#39;role&#39;: &#39;user&#39;, &#39;content&#39;: &#39;Summarize the incident report.&#39;}]}\npayload[&#39;messages&#39;][0][&#39;content&#39;] = &#39;Summarize this material and quote supporting source passages.\\n\\n&#39; + text\nPath(&#39;request.json&#39;).write_text(json.dumps(payload, ensure_ascii=False), encoding=&#39;utf-8&#39;)\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H &quot;x-api-key: $AILOOT_API_KEY&quot; -H &#39;anthropic-version: 2023-06-01&#39; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - &lt;&lt;&#39;PY_RESULT&#39;\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path(&#39;result.json&#39;).read_text(encoding=&#39;utf-8&#39;))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-982-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-982-tab-2\" hidden><pre data-lang=\"python\"><code>import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ[&#39;AILOOT_TEXT_FILE&#39;])\nif not source_file.is_file():\n    raise SystemExit(&#39;Set AILOOT_TEXT_FILE to your actual UTF-8 document&#39;)\ntext = source_file.read_text(encoding=&#39;utf-8&#39;)\nif not text.strip():\n    raise SystemExit(&#39;Choose a document containing text&#39;)\npayload = {&#39;model&#39;: &#39;abab6.5s-chat&#39;, &#39;max_tokens&#39;: 128, &#39;messages&#39;: [{&#39;role&#39;: &#39;user&#39;, &#39;content&#39;: &#39;Summarize the incident report.&#39;}]}\npayload[&#39;messages&#39;][0][&#39;content&#39;] = &#39;Summarize this material and quote supporting source passages.\\n\\n&#39; + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ[&#39;AILOOT_API_KEY&#39;]\nif not api_key.strip():\n    raise SystemExit(&#39;Set AILOOT_API_KEY before making a request&#39;)\nheaders = {&#39;x-api-key&#39;: &#39;PLACEHOLDER_KEY&#39;, &#39;anthropic-version&#39;: &#39;2023-06-01&#39;, &#39;Content-Type&#39;: &#39;application/json&#39;}\nheaders[&#39;x-api-key&#39;] = api_key\nrequest = Request(&#39;https://api.ailoot.ai/v1/messages&#39;, data=json.dumps(payload, ensure_ascii=False).encode(&#39;utf-8&#39;), headers=headers, method=&#39;POST&#39;)\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path(&#39;response-headers.txt&#39;).write_text(str(response.headers), encoding=&#39;utf-8&#39;)\nexcept HTTPError as error:\n    Path(&#39;result.json&#39;).write_bytes(error.read())\n    Path(&#39;response-headers.txt&#39;).write_text(str(error.headers), encoding=&#39;utf-8&#39;)\n    raise\nPath(&#39;result.json&#39;).write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path(&#39;result.json&#39;).read_text(encoding=&#39;utf-8&#39;))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Přijímání a ukládání výsledků</h3><h4>Ailoot Ultra · Anthropic Messages</h4><p class=\"note-s\">JSON nebo SSE</p><div class=\"card-result-process\" data-all-results><h5>Uchovejte všechny dokončené výsledky</h5><p class=\"note-s\">Uchovejte každou úplnou vrácenou odpověď, soubor i část obsahu.</p><p class=\"note-s\">Zachovejte všechny bloky obsahu, podpisy uvažování a skutečná ID použití nástrojů. Sestavte všechny přírůstky bloků SSE; první textový blok není úplný výstup.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Pokud je nutné ověřit původní odpověď</h5><p class=\"note-s\">Zachovejte ID požadavků/odpovědí a hlavičky. Není dodána obecná URL pro načtení textové úlohy.</p></div><details class=\"card-about\" data-output-fields><summary>Pole odpovědi</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Pole</th><th>Typ</th></tr></thead><tbody><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">id</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">content[]</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>text|thinking|tool_use|other content block</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">stop_reason</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string|null</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Chyby a další kroky</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Odpověď</th><th>Podmínka</th><th>Další krok</th></tr></thead><tbody><tr><th data-cell-label=\"Odpověď\" scope=\"row\"><span class=\"card-cell-label\">Odpověď</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Podmínka\"><span class=\"card-cell-label\">Podmínka</span>Neplatná povinná pole, reprezentace podkladů nebo hodnota parametru</td><td data-cell-label=\"Další krok\"><span class=\"card-cell-label\">Další krok</span>Před novým požadavkem na vytvoření opravte uvedená pole.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliasy</h3><h4>Aliasy modelu</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=abab6.5s-chat&amp;route=Ultra&amp;caller=abab6.5s-chat&amp;fmt=messages\"><code>abab6.5s-chat</code></a></span></p><h4>Aliasy cest metod</h4><p class=\"note-s\">Použijte cesty metod uvedené výše.</p><h4>Související ID modelů</h4><p class=\"note-s\"><a href=\"#m=abab6.5s-chat&amp;route=Ultra&amp;caller=abab6.5s-chat&amp;fmt=messages\"><code>abab6.5s-chat</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "abab6.5s-chat",
        "fmt": "messages",
        "http": "POST",
        "path": "/v1/messages",
        "request_model_id": "abab6.5s-chat",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|messages|/v1/messages|abab6.5s-chat",
      "ordinal": 1,
      "rawMethod": {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "headers": [
                "Authorization: Bearer",
                "x-api-key",
                "anthropic-version"
              ],
              "version_example": "2023-06-01"
            },
            "errors": [
              {
                "code": null,
                "condition": "Neplatná povinná pole, reprezentace podkladů nebo hodnota parametru",
                "http_status": 400,
                "recovery": "Před novým požadavkem na vytvoření opravte uvedená pole.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "abab6.5s-chat",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Zachovejte ID požadavků/odpovědí a hlavičky. Není dodána obecná URL pro načtení textové úlohy."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "řetězec messages[].content",
                "required_material": "text UTF-8"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Zachovejte všechny bloky obsahu, podpisy uvažování a skutečná ID použití nástrojů. Sestavte všechny přírůstky bloků SSE; první textový blok není úplný výstup.",
              "family": "protocol",
              "fields": [
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "content[]",
                  "type": "text|thinking|tool_use|other content block"
                },
                {
                  "description": null,
                  "name": "stop_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON nebo SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "abab6.5s-chat"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "user",
                  "assistant"
                ],
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "max_tokens",
                "required": true,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "profile_binding": "Documented current stock Messages bridge; optional model capabilities are separate from this minimal text request.",
            "request_schema": {
              "additionalProperties": false,
              "properties": {
                "max_tokens": {
                  "minimum": 1,
                  "type": "integer"
                },
                "messages": {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "source": {
                                      "oneOf": [
                                        {
                                          "properties": {
                                            "type": {
                                              "const": "url"
                                            },
                                            "url": {
                                              "type": "string"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "url"
                                          ],
                                          "type": "object"
                                        },
                                        {
                                          "properties": {
                                            "data": {
                                              "type": "string"
                                            },
                                            "media_type": {
                                              "type": "string"
                                            },
                                            "type": {
                                              "const": "base64"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "media_type",
                                            "data"
                                          ],
                                          "type": "object"
                                        }
                                      ]
                                    },
                                    "type": {
                                      "const": "image"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "source"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "enum": [
                          "user",
                          "assistant"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "abab6.5s-chat"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages",
                "max_tokens"
              ],
              "type": "object"
            },
            "schema_template": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "abab6.5s-chat",
              "stream": false
            },
            "unsupported": [
              "No query API key.",
              "Hosted/server-side tools and model-specific optional controls are not part of this minimal family example."
            ]
          },
          "input": {
            "content_type": "application/json",
            "material_types": [
              "text"
            ],
            "optional_controls": [
              "stream"
            ],
            "required": [
              "model",
              "messages",
              "max_tokens"
            ],
            "text_file_material": "Přečtěte skutečný dokument UTF-8 a vložte jeho text do uvedeného pole input nebo do řetězce obsahu zprávy."
          },
          "lifecycle": {
            "create": {
              "http": "POST",
              "path": "/v1/messages"
            },
            "job_read": null,
            "mode": "synchronous_or_streamed",
            "unknown": "Keep request/response IDs and headers. No generic text job retrieval URL is supplied."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/messages"
          },
          "output": {
            "all_results": "Keep all content blocks, thinking signatures and actual tool-use IDs. Assemble all SSE block deltas; a first text block is not the complete output.",
            "family": "protocol",
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Základní sazby za tokeny",
            "units": [
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "{\n  \"model\": \"abab6.5s-chat\",\n  \"max_tokens\": 128,\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"Summarize the incident report.\"\n    }\n  ],\n  \"stream\": false\n}",
            "label": "Complete minimal JSON body",
            "language": "json"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}\"\nexport AILOOT_TEXT_FILE\npython3 - <<'PY_REQUEST'\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'abab6.5s-chat', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nPath('request.json').write_text(json.dumps(payload, ensure_ascii=False), encoding='utf-8')\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H \"x-api-key: $AILOOT_API_KEY\" -H 'anthropic-version: 2023-06-01' -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n",
            "label": "curl · use your UTF-8 document",
            "language": "bash"
          },
          {
            "code": "import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'abab6.5s-chat', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ['AILOOT_API_KEY']\nif not api_key.strip():\n    raise SystemExit('Set AILOOT_API_KEY before making a request')\nheaders = {'x-api-key': 'PLACEHOLDER_KEY', 'anthropic-version': '2023-06-01', 'Content-Type': 'application/json'}\nheaders['x-api-key'] = api_key\nrequest = Request('https://api.ailoot.ai/v1/messages', data=json.dumps(payload, ensure_ascii=False).encode('utf-8'), headers=headers, method='POST')\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path('response-headers.txt').write_text(str(response.headers), encoding='utf-8')\nexcept HTTPError as error:\n    Path('result.json').write_bytes(error.read())\n    Path('response-headers.txt').write_text(str(error.headers), encoding='utf-8')\n    raise\nPath('result.json').write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n",
            "label": "Python · save the complete result",
            "language": "python"
          }
        ],
        "family": "anthropic",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "messages",
        "http": "POST",
        "in": 0.308,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "out": 0.308,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "abab6.5s-chat",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "abab6.5s-chat",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "cb710daba1c306310b1cc33993292c02ab4ac513441dc3a73dedc43514ecce62",
    "input_html_sha256": "a08049049786f2184206c3eac0004bd6a47af507220bf39383b333201d21ec06",
    "private_audit_sha256": "c70218b23ecf020efe1e3e79920dadab66584e5b3adf30083d54cefe22669d7b",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/cs/abab6-5s-chat/",
    "description": "abab6.5s od společnosti MiniMax je efektivním členem rodiny univerzálních jazykových modelů abab6.5. Jeho původní vydání dokumentuje kontext 200 tisíc tokenů a podporuje textové úlohy, které spojují větší objem zdrojových materiálů do jedné konverzace.",
    "locale": "cs",
    "md_url": "https://ailoot.ai/models/cs/abab6-5s-chat/index.md",
    "title": "abab6.5s — Ailoot",
    "url": "https://ailoot.ai/models/cs/abab6-5s-chat/"
  },
  "practicalHtml": "<h3>Praktická úloha</h3><p>Technický příklad v angličtině</p><pre><code>Compare approval rules\n\nCompare these policy clauses for a team lead. Policy A, section 2: Purchases above $500 need finance approval; subscriptions always need approval. Policy B, section 4: All purchases at or above $500 need approval. Return a comparison table with the boundary difference, subscription rule and exact supporting phrases. Mark unstated rules as unknown.</code></pre><h4>Očekávaný výsledek</h4><pre><code>A table with columns: topic | Policy A wording | Policy B wording | practical difference. Follow it with one question about the unstated subscription rule.</code></pre><h4>Ověření výsledku</h4><pre><code>Check that exactly $500 and subscriptions are treated separately and each difference cites the supplied clause.</code></pre>",
  "practicalText": "Praktická úloha Technický příklad v angličtině Compare approval rules Compare these policy clauses for a team lead. Policy A, section 2: Purchases above $500 need finance approval; subscriptions always need approval. Policy B, section 4: All purchases at or above $500 need approval. Return a comparison table with the boundary difference, subscription rule and exact supporting phrases. Mark unstated rules as unknown. Očekávaný výsledek A table with columns: topic | Policy A wording | Policy B wording | practical difference. Follow it with one question about the unstated subscription rule. Ověření výsledku Check that exactly $500 and subscriptions are treated separately and each difference cites the supplied clause.",
  "rawModel": {
    "about": "### Efektivní člen rodiny abab6.5\n\nabab6.5s patří do řady univerzálních velkých jazykových modelů abab6.5 společnosti MiniMax. Výrobce jej popisuje jako model využívající stejné tréninkové techniky a data jako jeho větší protějšek, s důrazem na efektivitu. Původní vydání dokumentuje kontext 200 tisíc tokenů. Při uchovávání úlohy nebo porovnávání s jiným členem řady výslovně zachovejte označení edice s.\n\n### Architektura a směr tréninku\n\nMiniMax spojuje tuto řadu se svým vývojem mixture-of-experts. Vydání popisuje zlepšení architektury modelu, přestavbu datové pipeline a optimalizaci tréninkových algoritmů a strategií paralelního tréninku.\n\nOba členové sdílejí směr tréninku, přesto zůstávají samostatnými edicemi. Pro textovou úlohu zvolte pojmenovaný model a uchovávejte s ním zdrojové materiály i konečnou odpověď. Zaměření modelu na efektivitu nenahrazuje kontrolu skutečného artefaktu vytvořeného pro konkrétní otázku.\n\n### Připravte úlohu s dlouhým textem\n\nVyužijte rozpočet kontextu ke spojení materiálů potřebných k zodpovězení jedné dobře vymezené otázky. Označte dokumenty, zachovejte hranice jejich oddílů a ponechte důležité definice, data a identifikátory viditelné. Dejte odpovědi konkrétní podobu: shrnutí, porovnání, extrahovaný záznam nebo upravenou pasáž.\n\nNapříklad: „Porovnejte dodané oddíly zásad, určete, kde se jejich požadavky liší, a zahrňte znění podporující každý rozdíl.“ Než přidáte nesouvisející dokumenty, rozhodněte, na kterém rozlišení záleží. S velkou kolekcí se pracuje snáze, když otázka vysvětluje, jak mají být její části propojeny.\n\n### Oddělujte důkazy a interpretaci\n\nPokud úloha propojuje vzdálené pasáže, požadujte, aby odpověď určila oddíly, na nichž závisí. Zachovejte původní znění důležité podmínky, místo abyste je nahradili předčasným shrnutím, které může vynechat upřesnění. Pokud materiál nedokládá požadovanou hodnotu nebo vztah, ponechte tento bod ve výsledku nevyřešený.\n\nPro vytvoření návrhu textu poskytněte zdrojová fakta, zamýšlené publikum a požadovanou strukturu. Pro úpravu určete, který význam se musí zachovat a které podání se má změnit. Následný požadavek může vrátit konkrétní pasáž vyžadující opravu a její důvod, aby se další tah soustředil na konkrétní problém.\n\n### Uchovejte použitelný písemný artefakt\n\nÚdaj 200 tisíc popisuje kontext ve vydání abab6.5s od výrobce; příslušný vstup a požadovanou odpověď plánujte v rámci pracovní konfigurace používané pro úlohu. Dokončený text uchovejte s podpůrnými materiály, aby bylo možné shrnutí, porovnání nebo úpravu před dalším použitím zkontrolovat.\n\nZkontrolujte důležitá jména, hodnoty, podmínky a vztahy ke zdrojům v odpovědi. Vedle výsledku zachovejte identitu abab6.5s. Užitečným výstupem je písemný artefakt, jehož obsah lze dohledat v dodaných materiálech a jehož nevyřešené podrobnosti zůstávají viditelné pro další rozhodnutí.",
    "alias_of": null,
    "aliases": [],
    "author": "MiniMax",
    "available": null,
    "canonical_model": "abab6.5s-chat",
    "capabilities": {
      "context_length": 245000,
      "manufacturer_input": [],
      "manufacturer_output": []
    },
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          }
        ],
        "summary": "Kompletní ceník konfigurace v podrobnostech."
      }
    ],
    "ctx": null,
    "entity_type": "model",
    "formats": [
      "chat",
      "messages"
    ],
    "id": "abab6.5s-chat",
    "input": [
      "text"
    ],
    "kind": "text",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep every choice and its content/tool calls/reasoning. In SSE assemble deltas by choice/tool index, retain the final finish reason and usage.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Neplatná povinná pole, reprezentace podkladů nebo hodnota parametru",
                "http_status": 400,
                "recovery": "Před novým požadavkem na vytvoření opravte uvedená pole.",
                "type": "invalid_request_error"
              }
            ],
            "hints": [
              "Model context is not an output cap.",
              "A model-dependent field needs the exact published model profile; unspecified defaults/enums are not guessed.",
              "Tool calls propose actions; the client application returns actual observations with the returned call ID.",
              "Guarded canonical keys must occur once; duplicate or case-varied model/tools/cap fields are rejected."
            ],
            "ignored_fields": [],
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Zachovejte ID požadavků/odpovědí a hlavičky. Není dodána obecná URL pro načtení textové úlohy."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "text UTF8"
              }
            ],
            "operation_modes": [
              "conversation",
              "function_tool_continuation",
              "streaming"
            ],
            "outputs": {
              "all_results": "Zachovejte každou volbu a její obsah/volání nástrojů/uvažování. V SSE sestavujte přírůstky podle indexu volby/nástroje a zachovejte konečný důvod ukončení i údaje o využití.",
              "family": "text",
              "fields": [
                {
                  "description": null,
                  "name": "choices[].index",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "choices[].message.content",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "choices[].message.tool_calls",
                  "type": "tool_call[]"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_content",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_details",
                  "type": "object|array"
                },
                {
                  "description": null,
                  "name": "choices[].finish_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "json nebo SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "abab6.5s-chat"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "min_items": 1,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "model_dependent",
                "conditions": "Tyto role jsou výslovně zastoupeny typy kompatibility zdrojového kódu; přesná sada rolí zůstává specifická pro daný model.",
                "default": null,
                "default_known": false,
                "enum": [
                  "system",
                  "user",
                  "assistant",
                  "tool",
                  "function"
                ],
                "enum_exhaustive": false,
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": false,
                "type": "string|content_part[]|null"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].tool_calls",
                "required": false,
                "type": "tool_call[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].tool_call_id",
                "required": false,
                "type": "string",
                "when": "role=tool; použijte skutečně vrácené ID"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].name",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].reasoning_content",
                "required": false,
                "type": "string",
                "when": "Předávejte zpět skutečně vrácené uvažování tam, kde je tento model používá"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].reasoning_details",
                "required": false,
                "type": "object|array"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "minimum": 1,
                "name": "max_tokens",
                "required": false,
                "type": "integer"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "minimum": 1,
                "name": "max_completion_tokens",
                "required": false,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "stream_options.include_usage",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "temperature",
                "required": false,
                "type": "number"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "top_p",
                "required": false,
                "type": "number"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "stop",
                "required": false,
                "type": "string|string[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools",
                "required": false,
                "type": "function_tool[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": [
                  "function"
                ],
                "enum_known": true,
                "name": "tools[].type",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.name",
                "required": true,
                "type": "string",
                "when": "nástroj typu funkce je dodán"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.description",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.parameters",
                "required": false,
                "type": "JSON_schema"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tool_choice",
                "required": false,
                "type": "string|object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "parallel_tool_calls",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "response_format",
                "required": false,
                "type": "object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "reasoning_effort",
                "required": false,
                "type": "string"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "reasoning",
                "required": false,
                "type": "object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "service_tier",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_compatibility",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "instructions",
                "required": false,
                "type": "string"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "functions",
                "required": false,
                "type": "function[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "function_call",
                "required": false,
                "type": "string|object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "prompt_cache_options",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "text"
                ],
                "enum_known": true,
                "name": "modalities",
                "required": false,
                "type": "string[]"
              },
              {
                "availability": "source_interface",
                "conditions": "provider.options je na této textové trase Ultra odmítáno",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "conditions": "Hodnota 1h je ve skutečných umístěních mezipaměti promptů odmítána",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "cache_control.ttl",
                "required": false,
                "type": "string"
              }
            ],
            "profile_binding": "Exact existing Ailoot model and method; interface constraints below do not assert provider qualification.",
            "unsupported": [
              "additional models/models list",
              "plugins",
              "route",
              "hosted tools; ordinary client function tools remain separate",
              "non-text output modalities",
              "provider.options overrides",
              "one-hour prompt-cache TTL"
            ]
          },
          "hints": [
            "Odešlete přesné ID modelu spolu s messages.",
            "Délka kontextu není limitem výstupu.",
            "Textový soubor může dodat doslovný text; obrazové/zvukové vstupy a vstupy v podobě souborových objektů vyžadují přesnou vazbu."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "specifické pro model; nástroje uživatelských funkcí se liší od hostovaných nástrojů",
            "file_material": "skutečný dokument UTF-8 vložený jako doslovný text; ID souboru se neodvozuje",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "pole zpráv se strukturou role/content",
            "multimodal_input_binding": null,
            "optional_controls": [
              "stream",
              "temperature",
              "top_p",
              "stop",
              "max_tokens",
              "max_completion_tokens",
              "reasoning",
              "response_format",
              "tools",
              "tool_choice"
            ],
            "output_modalities": [
              "text"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "mode": "synchronous_or_streamed",
            "unknown": "preserve original request id; no generic chat job retrieval path"
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [],
          "operation_modes": [
            "text_chat"
          ],
          "output": {
            "content": "choices[].message.content or stream delta",
            "family": "text",
            "format": "json or supported SSE",
            "tool_calls": "retain actual returned function calls"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Základní sazby za tokeny",
            "units": [
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"abab6.5s-chat\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain the difference between an observation and a hypothesis in three sentences.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\nr=json.loads(Path(\"result.json\").read_text())\nfor x in r.get(\"choices\",[]):\n    if x.get(\"message\",{}).get(\"content\"): print(x[\"message\"][\"content\"])\nPY_RESULT\n",
            "label": "curl · retained exact creation",
            "language": "bash"
          },
          {
            "code": "from openai import OpenAI\nimport os\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nresult=client.chat.completions.create(model='abab6.5s-chat',messages=[{\"role\":\"user\",\"content\":\"Explain observations and hypotheses in three sentences.\"}])\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nsave_result(result.to_dict(mode=\"json\"))\n",
            "label": "Python SDK · all choices",
            "language": "python"
          },
          {
            "code": "from openai import OpenAI\nimport os\nfrom pathlib import Path\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nwith client.chat.completions.stream(model='abab6.5s-chat',messages=[{\"role\":\"user\",\"content\":\"Explain observations and hypotheses in three sentences.\"}]) as stream:\n    with Path(\"stream-events.jsonl\").open(\"w\",encoding=\"utf-8\") as log:\n        for event in stream:\n            payload=event.to_dict(mode=\"json\")\n            log.write(json.dumps(payload,ensure_ascii=False)+\"\\n\"); log.flush()\n            print(json.dumps(payload,ensure_ascii=False))\n    final=stream.get_final_completion()\n    save_result(final.to_dict(mode=\"json\"),\"stream-result\")\n",
            "label": "Python SDK streaming · all events",
            "language": "python"
          }
        ],
        "family": "openai",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "chat",
        "hints": [
          "Send exact model ID with messages.",
          "Context length is not an output cap.",
          "A text file may supply literal text; image/audio/file-object inputs need exact binding."
        ],
        "http": "POST",
        "in": 0.308,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "out": 0.308,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "abab6.5s-chat",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      },
      {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "headers": [
                "Authorization: Bearer",
                "x-api-key",
                "anthropic-version"
              ],
              "version_example": "2023-06-01"
            },
            "errors": [
              {
                "code": null,
                "condition": "Neplatná povinná pole, reprezentace podkladů nebo hodnota parametru",
                "http_status": 400,
                "recovery": "Před novým požadavkem na vytvoření opravte uvedená pole.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "abab6.5s-chat",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Zachovejte ID požadavků/odpovědí a hlavičky. Není dodána obecná URL pro načtení textové úlohy."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "řetězec messages[].content",
                "required_material": "text UTF-8"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Zachovejte všechny bloky obsahu, podpisy uvažování a skutečná ID použití nástrojů. Sestavte všechny přírůstky bloků SSE; první textový blok není úplný výstup.",
              "family": "protocol",
              "fields": [
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "content[]",
                  "type": "text|thinking|tool_use|other content block"
                },
                {
                  "description": null,
                  "name": "stop_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON nebo SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "abab6.5s-chat"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "user",
                  "assistant"
                ],
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "max_tokens",
                "required": true,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "profile_binding": "Documented current stock Messages bridge; optional model capabilities are separate from this minimal text request.",
            "request_schema": {
              "additionalProperties": false,
              "properties": {
                "max_tokens": {
                  "minimum": 1,
                  "type": "integer"
                },
                "messages": {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "source": {
                                      "oneOf": [
                                        {
                                          "properties": {
                                            "type": {
                                              "const": "url"
                                            },
                                            "url": {
                                              "type": "string"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "url"
                                          ],
                                          "type": "object"
                                        },
                                        {
                                          "properties": {
                                            "data": {
                                              "type": "string"
                                            },
                                            "media_type": {
                                              "type": "string"
                                            },
                                            "type": {
                                              "const": "base64"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "media_type",
                                            "data"
                                          ],
                                          "type": "object"
                                        }
                                      ]
                                    },
                                    "type": {
                                      "const": "image"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "source"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "enum": [
                          "user",
                          "assistant"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "abab6.5s-chat"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages",
                "max_tokens"
              ],
              "type": "object"
            },
            "schema_template": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "abab6.5s-chat",
              "stream": false
            },
            "unsupported": [
              "No query API key.",
              "Hosted/server-side tools and model-specific optional controls are not part of this minimal family example."
            ]
          },
          "input": {
            "content_type": "application/json",
            "material_types": [
              "text"
            ],
            "optional_controls": [
              "stream"
            ],
            "required": [
              "model",
              "messages",
              "max_tokens"
            ],
            "text_file_material": "Přečtěte skutečný dokument UTF-8 a vložte jeho text do uvedeného pole input nebo do řetězce obsahu zprávy."
          },
          "lifecycle": {
            "create": {
              "http": "POST",
              "path": "/v1/messages"
            },
            "job_read": null,
            "mode": "synchronous_or_streamed",
            "unknown": "Keep request/response IDs and headers. No generic text job retrieval URL is supplied."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/messages"
          },
          "output": {
            "all_results": "Keep all content blocks, thinking signatures and actual tool-use IDs. Assemble all SSE block deltas; a first text block is not the complete output.",
            "family": "protocol",
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Základní sazby za tokeny",
            "units": [
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "{\n  \"model\": \"abab6.5s-chat\",\n  \"max_tokens\": 128,\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"Summarize the incident report.\"\n    }\n  ],\n  \"stream\": false\n}",
            "label": "Complete minimal JSON body",
            "language": "json"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}\"\nexport AILOOT_TEXT_FILE\npython3 - <<'PY_REQUEST'\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'abab6.5s-chat', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nPath('request.json').write_text(json.dumps(payload, ensure_ascii=False), encoding='utf-8')\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H \"x-api-key: $AILOOT_API_KEY\" -H 'anthropic-version: 2023-06-01' -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n",
            "label": "curl · use your UTF-8 document",
            "language": "bash"
          },
          {
            "code": "import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'abab6.5s-chat', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ['AILOOT_API_KEY']\nif not api_key.strip():\n    raise SystemExit('Set AILOOT_API_KEY before making a request')\nheaders = {'x-api-key': 'PLACEHOLDER_KEY', 'anthropic-version': '2023-06-01', 'Content-Type': 'application/json'}\nheaders['x-api-key'] = api_key\nrequest = Request('https://api.ailoot.ai/v1/messages', data=json.dumps(payload, ensure_ascii=False).encode('utf-8'), headers=headers, method='POST')\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path('response-headers.txt').write_text(str(response.headers), encoding='utf-8')\nexcept HTTPError as error:\n    Path('result.json').write_bytes(error.read())\n    Path('response-headers.txt').write_text(str(error.headers), encoding='utf-8')\n    raise\nPath('result.json').write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n",
            "label": "Python · save the complete result",
            "language": "python"
          }
        ],
        "family": "anthropic",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "messages",
        "http": "POST",
        "in": 0.308,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "out": 0.308,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.000308000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000000308",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "abab6.5s-chat",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000000308",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0.000308000",
            "amount_unit": "usd_per_thousand_tokens",
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